User Agent
User agents are software programs that act on behalf of users to perform online interactions, ranging from simple tasks to complex decision-making processes. Current research focuses on enhancing user agent autonomy while maintaining user control, often employing large language models (LLMs) and multi-agent frameworks to improve natural language interaction, proactive planning, and implicit intention understanding. These advancements aim to create more efficient and trustworthy online experiences, with applications ranging from personalized assistants to vulnerability analysis in network security. The development of robust and reliable user agents is crucial for navigating the increasingly complex digital landscape.
Papers
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